Real-time background generation and foreground object segmentation for high-definition colour video stream in FPGA device.
Tomasz KryjakMateusz KomorkiewiczMarek GorgonPublished in: J. Real Time Image Process. (2014)
Keyphrases
- foreground objects
- object segmentation
- high definition
- video streams
- real time
- fpga device
- video data
- graph cuts
- video frames
- foreground and background
- detecting moving objects
- foreground segmentation
- image segmentation
- object detection
- foreground background
- segmentation method
- video coding
- shape prior
- background model
- dynamic background
- video streaming
- video objects
- segmentation algorithm
- object categories
- hardware implementation
- background subtraction
- video sequences
- compressed video
- background modeling
- high resolution
- motion estimation
- image features
- deformable models
- field programmable gate array
- bit rate
- moving camera
- object classes